Convolutional neural networks have emerged as a powerful tool for image reconstruction and image analysis. In this abstract, we evaluate whether image reconstruction and image classification tasks are best performed separately, or whether a combined CNN, performing image reconstruction and clinical diagnosis steps in tandem, delivers synergistic effects.
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